Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006497

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000009821

distance 0.15 · cross-district

#2 · Chandrapurcell 4730006722

distance 0.177

#3 · Wardhacell 4980000106

distance 0.198 · cross-district

#4 · Wardhacell 4980000448

distance 0.203 · cross-district

#5 · Nagpurcell 4840005346

distance 0.203 · cross-district

#6 · Wardhacell 4980001367

distance 0.205 · cross-district

#7 · Nagpurcell 4840000149

distance 0.205 · cross-district

#8 · Wardhacell 4980000553

distance 0.208 · cross-district

#9 · Chandrapurcell 4730004702

distance 0.213

#10 · Chandrapurcell 4730007265

distance 0.214

#11 · Wardhacell 4980000065

distance 0.214 · cross-district

#12 · Wardhacell 4980000436

distance 0.218 · cross-district

#13 · Wardhacell 4980000119

distance 0.218 · cross-district

#14 · Wardhacell 4980001549

distance 0.221 · cross-district

#15 · Gadchirolicell 4750009877

distance 0.221 · cross-district

#16 · Nagpurcell 4840006810

distance 0.222 · cross-district

#17 · Wardhacell 4980000309

distance 0.222 · cross-district

#18 · Wardhacell 4980000786

distance 0.222 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730006497}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.